code: def __init__(self, cut_size, cutn, skip_augs=False):
      super().__init__()
      self.cut_size = cut_size
      self.cutn = cutn
      self.skip_augs = skip_augs
      self.augs = nn.Sequential(
          *[
              T.RandomHorizontalFlip(prob=0.5),
              T.Lambda(lambda x: x + paddle.randn(x.shape) * 0.01),
              T.RandomAffine(degrees=15, translate=(0.1, 0.1)),
              T.Lambda(lambda x: x + paddle.randn(x.shape) * 0.01),
              T.RandomPerspective(distortion_scale=0.4, p=0.7),
              T.Lambda(lambda x: x + paddle.randn(x.shape) * 0.01),
              T.RandomGrayscale(p=0.15),
              T.Lambda(lambda x: x + paddle.randn(x.shape) * 0.01),
              T.ColorJitter(
                  brightness=0.1, contrast=0.1, saturation=0.1, hue=0.1
              ),
          ]
      )
  
file_path: PaddleHub/modules/image/text_to_image/disco_diffusion_ernievil_base/reverse_diffusion/model/make_cutouts.py
imports: import math
  import paddle
  import paddle.nn
  from disco_diffusion_ernievil_base.resize_right.resize_right import resize
  from paddle.nn import functional
  from .None import transforms
label_desc: Use image node_id 1 to create a new MakeCutouts object from inherited base classes: nn with example: obj = MakeCutouts(cut_size, cutn, skip_augs)